Azure Data Fundamentals Certification (DP-900) - Full Course to PASS the Exam
Prepare for the Azure Data Fundamentals Certification and pass!
βοΈ Course developed by Andrew Brown of ExamPro. Check out the ExamPro YouTube channel: https://www.youtube.com/ExamProChannel
π ExamPro Cloud Obsessed Certification Training: https://www.exampro.co
βοΈ Data Concepts
π€ (0:10:12) Auzre Core Data Related Services
π€ (0:14:55) Types of Cloud Computing
π€ (0:16:56) Azure Data Related Roles
π€ (0:18:42) Database Administrator Common tools
π€ (0:20:27) Data Engineering Common tools
π€ (0:21:43) Data Analyst Common tools
π€ (0:22:26) Data Overview
π€ (0:23:43) Introduction to Data
π€ (0:24:32) Data documents
π€ (0:25:30) Data sets
π€ (0:28:31) Data types
π€ (0:32:15) Schema vs Schemaless
π€ (0:34:09) Query and Querying
π€ (0:35:54) Batch vs Stream processing
π€ (0:38:30) Relational data
π€ (0:40:35) Relational data Relationships
π€ (0:42:07) Row store vs Column store
π€ (0:43:44) Database Index
π€ (0:45:05) Data Integegrity vs Data Corruption
π€ (0:47:11) Normalized vs Denomralized data
π€ (0:48:32) Pivot table
π€ (0:50:10) Strongly consistent vs Eventually consistent
π€ (0:51:33) Synchronus vs Asynchronous
π€ (0:53:29) Non relational data
π€ (0:54:29) Data source
π€ (0:55:41) Data store
π€ (0:56:32) Database
π€ (0:57:56) Data warehouse
π€ (0:59:39) Data mart
π€ (1:00:36) Data lakes
π€ (1:01:42) Data lakehouse
π€ (1:03:12) Data structures
π€ (1:04:02) Unstructured data
π€ (1:04:47) Semi structured
π€ (1:06:10) Semi structured Data Structures
π€ (1:07:16) Semi structure JSON
π€ (1:08:11) semi structure ORC
π€ (1:09:39) semi structure Parquets
π€ (1:10:35) semi structure AVRO
π€ (1:11:25) Structured Data
π€ (1:11:56) Data mining
π€ (1:13:02) Data mining methods
π€ (1:14:28) Data wrangling
π€ (1:15:31) Ddata modeling
π€ (1:17:18) ETL vs ELT
π€ (1:19:18) Data analytics
π€ (1:20:14) Key performance indicators KPI
π€ (1:21:23) Data Analytic Techniques
π€ (1:23:02) Microsoft One Drive
π€ (1:24:20) Microsoft Sharepoint
π€ (1:25:49) Data Core Concepts CheatSheet
βοΈ Azure Synapse and Data Lake
π€ (1:33:36) Azure Synapse Analytics
π€ (1:35:26) Sypanse SQL and pools
π€ (1:37:19) Synapse Key Features
π€ (1:38:31) Azure Data Lake Gen 2
π€ (1:40:03) Polybase
π€ (1:40:50) Synapse ELT
π€ (1:41:51) Azure Data Lake Analytics
π€ (1:43:05) Azure Sypanse and Data Lakes CheatSheet
βοΈ Account Storage
π€ (1:44:25) Azure Blob Storage
π€ (1:45:20) Azure Files
π€ (1:47:14) Azure Storage Accounts CheatSheet
βοΈ Power BI
π€ (1:48:07) Business Intelligence
π€ (1:48:40) Power BI
π€ (1:51:29) Power BI Visualizations
π€ (1:53:13) Power BI Embedded
π€ (1:54:02) Power BI Interactive Reports
π€ (1:55:36) Power BI Service and Dashboards
π€ (1:56:47) Reports vs Dashboards
π€ (1:57:47) Paginated Reports
π€ (1:58:57) Power BI CheatSheet
βοΈ Relational Databases
π€ (2:00:38) Structured Query Language
π€ (2:01:48) OLAP vs OLAP
π€ (2:03:14) Open Source Relational Databases
π€ (2:06:01) Read Replicas
π€ (2:07:10) Citus Postgres Hyperscale
π€ (2:08:03) Azure SQL Family
π€ (2:10:30) Elastic pools
π€ (2:11:45) Relational Databases CheatSheet
βοΈ T SQL
π€ (2:14:12) T SQL
π€ (2:15:40) Data Defintion Language
π€ (2:16:43) Data Manipulation Language
π€ (2:18:02) Data Query Language
π€ (2:19:08) Data Control Language
π€ (2:19:36) Transaction Control Langauge
π€ (2:20:22) SQL Document Comparsions
π€ (2:21:10) T SQL CheatSheet
βοΈ Database Security
π€ (2:22:01) Connectivity Architecture
π€ (2:23:13) Database Authentication
π€ (2:24:41) Network Connectivity
π€ (2:25:19) Azure Defender for SQL
π€ (2:25:54) Azure Database Server Firewalls
π€ (2:27:00) Always Encrypted
π€ (2:27:47) Role Based Access Controls
π€ (2:28:48) Transparent Data Encryption
π€ (2:29:49) Dynamic Data Masking
π€ (2:31:02) Private Links
π€ (2:31:57) Database Security Cheatsheet
βοΈ Azure Tables Cosmos DB
π€ (2:34:13) Key Value Store
π€ (2:35:40) Document Store
π€ (2:36:33) Mongo DB
π€ (2:38:35) Graph Database
π€ (2:39:42) Apache Tinkerpop and Gremlin
π€ (2:41:23) Azure Tables
π€ (2:42:45) Azure Cosmos DB
π€ (2:44:40) Azure Table Account Storage vs Cosmos DB
π€ (2:46:39) Azure Tables and CosmosDB CheatSheet
βοΈ Hadoop Systems
π€ (2:48:29) Apache Hadoop
π€ (2:49:57) Apache Kafka
π€ (2:50:53) HDInsights
π€ (2:52:05) Hadoop CheatSheet
βοΈ Azure and Databricks
π€ (2:53:21) Apache Spark
π€ (2:55:04) Azure Databricks
π€ (2:57:16) Apache Spark and Databricks CheatSheet
βοΈ ELT and SQL Tools
π€ (2:58:46) SQL Server Management Studio
π€ (2:59:37) SQL Server Data Tools
π€ (3:00:58) Azure Data Studio
π€ (3:01:48) Azure Data Factory
π€ (3:02:59) SQL Server Integration Services
π€ (3:04:08) ETL and SQL Tools CheatSheet
βοΈ Follow Alongs
π€ (3:05:38) Install and Use Power BI
π€ (3:08:17) Launch Azure SQL and Use Data Studio
π€ (3:34:53) Use Azure SQL as data source in Power BI
π€ (3:44:20) Use SSMS to perform a query on Azure SQL
π€ (3:47:37) Create Blob and File storage
π€ (3:57:36) Explore CosmosDB various NoSQL engines
π€ (4:27:08) Create a ELT job from Azure SQL to Blob Storage
π€ (4:33:06) Explore Azure Databricks
π€ (4:39:49) Explore Azure Synapse Analytics
π€ (4:44:47) Cleanup